Modules 4-5: Psychological Science
Why We Cannot Rely Solely in Intuition and Common Sense
  ● Hindsight bias: the tendency to think we could have predicted an outcome after it already happened
         ○ “I knew it all along” phenomenon
         ○ E.g. checking answer key
  ● Overconfidence bias: the tendency to overestimate how correct our predictions/beliefs are
         ○ E.g. thinking that you did well on a test
  ● Confirmation bias: the tendency to look for evidence that confirms your belief while ignoring evidence
     that opposes it
         ○ E.g. politics
  ● Social desirability bias: the tendency to answer personal questions falsely or in a manner that would be
     viewed unfavorably
         ○ Overreport good behavior; underreport bad behavior
         ○ E.g. meeting new people, college applications
  ● Pseudoscience
         ○ Seeks confirmation; science seeks falsifications
         ○ Claims fit with any imaginable set of observable outcomes; scientific claims are falsifiable
         ○ Untestable; science is testable
  ● Clever Hans
         ○ “Mathematical horse”
         ○ Horse was accurate only when the owner knew the answer to the math question
         ○ Horse read the owner’s body language
The Scientific Attitude
   ● How to overcome the pitfalls of bias, pseudoscience, etc
   ● Allow modern science to be possible
   ● Curiosity: a passion to explore/understand without misleadings
   ● Skepticism: doubting, questioning
           ○ “To believe with certainty we must begin by doubting”
           ○ What do you mean? How do you know?
   ● Humility: an awareness of our own vulnerability to error and openness to surprises
   ● Critical thinking: process of assessing claims and making judgements on the basis of well-supported
      evidence
The Scientific Method
   ● Theory: a testable explanation for sets of facts/observations
   ● Hypothesis: a testable prediction usually implied by a theory
           ○ If-then statement
   ● Operational definition: a carefully worded statement of the exact procedures used in a research study
           ○ Theories can bias observations
           ○ Psychologists use it to check their biases
           ○ Allows for replication (repeating an experiment/study with different participants/situations to see
               whether the findings extends to other people/circumstances)
   ● Qualities of a good theory
           ○ Effectively organizes a range of self-reports and observations
           ○ Leads to clear hypotheses/predictions that anyone can use to check the theory
           ○ Often stimulates research that leads to better predictions or is replicated and supported by
               similar findings
   ●   Ways to refine a theory
         ○ Descriptive methods describe behaviors by using case studies, surveys, naturalistic
             observations
         ○ Correlational methods associate different factors/variables
         ○ Experimental methods manipulate variables to discover their effects
Description
   ● 3 types of research
           ○ Description/observational - simply describing a behavior
           ○ Correlation - finding a relationship between 2 variables
           ○ Experiment - controlled setting, manipulated variables
   ● Case study: intensive examination of the behavior + mental processes of a specific person/situation
           ○ Especially useful when something is new, complex, or rare
           ○ Show what can happen and suggest directions for further study
           ○ Problems:
                   ■ Unlikely to be representative of the population
                   ■ May be abnormal behavior
   ● Naturalistic observation: observation of human/animal behavior in the environment in which it typically
       occurs
           ○ No manipulation or controlling the situation
           ○ Problems:
                   ■ Observations can be disordered if observers expect to see certain behaviors
                   ■ People tend to act different if they know they’re being observed
   ● Survey: discovering self-reported attitudes/behaviors of a particular group through questionnaires
           ○ Gathers lots of info quickly
           ○ Problems:
                   ■ Wording/framing of a question can have major impacts
                   ■ Sampling errors
                   ■ Social desirability bias/effect
                   ■ Sampling bias
   ● Longitudinal study: description
   ● Cross-sectional study: description
   ● Quasi-experiment: studies that have the same control as experiments but don’t randomly assign
       participants
   ●   Sampling bias: a flawed sampling processes that produces an unrepresentative sample
            ○ Some members are systematically more likely to be chosen than others
   ●   Population: all those in a group being studied
            ○ Samples come from it
   ●   Random sample: a sample that fairly represents a population because everyone has an equal chance
       of inclusion